{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T00:53:27Z","timestamp":1740099207084,"version":"3.37.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030026271"},{"type":"electronic","value":"9783030026288"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-030-02628-8_2","type":"book-chapter","created":{"date-parts":[[2018,10,23]],"date-time":"2018-10-23T08:30:53Z","timestamp":1540283453000},"page":"15-23","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Multi-channel Stochastic Variational Inference for the Joint Analysis of Heterogeneous Biomedical Data in Alzheimer\u2019s Disease"],"prefix":"10.1007","author":[{"name":"for the Alzheimer\u2019s Disease Neuroimaging Initiative","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luigi","family":"Antelmi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nicholas","family":"Ayache","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Philippe","family":"Robert","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marco","family":"Lorenzi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,10,24]]},"reference":[{"issue":"3","key":"2_CR1","first-page":"1247","volume":"28","author":"G Andrew","year":"2013","unstructured":"Andrew, G., Arora, R., Bilmes, J., Livescu, K.: Deep canonical correlation analysis. Proc. Mach. Learn. Res. 28(3), 1247\u20131255 (2013)","journal-title":"Proc. Mach. Learn. Res."},{"key":"2_CR2","unstructured":"Blei, D.M., Kucukelbir, A., McAuliffe, J.D.: Variational inference: a review for statisticians (2016). \nhttp:\/\/arxiv.org\/abs\/1601.00670"},{"issue":"6","key":"2_CR3","doi-asserted-by":"publisher","first-page":"614","DOI":"10.1016\/S1474-4422(14)70090-0","volume":"13","author":"B Dubois","year":"2014","unstructured":"Dubois, B., Feldman, H.H., Jacova, C., Hampel, H., Molinuevo, J.L., et al.: Advancing research diagnostic criteria for Alzheimer\u2019s disease: the IWG-2 criteria. Lancet Neurol. 13(6), 614\u2013629 (2014)","journal-title":"Lancet Neurol."},{"key":"2_CR4","doi-asserted-by":"publisher","first-page":"96","DOI":"10.1016\/j.neuroimage.2013.10.067","volume":"87","author":"S Haufe","year":"2014","unstructured":"Haufe, S., Meinecke, F., G\u00f6rgen, K., D\u00e4hne, S., Haynes, J.D., et al.: On the interpretation of weight vectors of linear models in multivariate neuroimaging. Neuroimage 87, 96\u2013110 (2014)","journal-title":"Neuroimage"},{"issue":"3\/4","key":"2_CR5","doi-asserted-by":"publisher","first-page":"321","DOI":"10.2307\/2333955","volume":"28","author":"H Hotelling","year":"1936","unstructured":"Hotelling, H.: Relations between two sets of variates. Biometrika 28(3\/4), 321 (1936)","journal-title":"Biometrika"},{"issue":"7","key":"2_CR6","doi-asserted-by":"publisher","first-page":"2162","DOI":"10.1016\/j.jspi.2008.10.011","volume":"139","author":"SY Huang","year":"2009","unstructured":"Huang, S.Y., Lee, M.H., Hsiao, C.K.: Nonlinear measures of association with kernel canonical correlation analysis and applications. J. Stat. Plan. Inference 139(7), 2162\u20132174 (2009)","journal-title":"J. Stat. Plan. Inference"},{"issue":"4","key":"2_CR7","doi-asserted-by":"publisher","first-page":"535","DOI":"10.1016\/j.jalz.2018.02.018","volume":"14","author":"CR Jack","year":"2018","unstructured":"Jack, C.R., Bennett, D.A., Blennow, K., Carrillo, M.C., Dunn, B., et al.: NIA-AA Research Framework: toward a biological definition of Alzheimer\u2019s disease. Alzheimer\u2019s Dement. 14(4), 535\u2013562 (2018)","journal-title":"Alzheimer\u2019s Dement."},{"issue":"3","key":"2_CR8","doi-asserted-by":"publisher","first-page":"433","DOI":"10.1093\/biomet\/58.3.433","volume":"58","author":"JR Kettenring","year":"1971","unstructured":"Kettenring, J.R.: Canonical analysis of several sets of variables. Biometrika 58(3), 433\u2013451 (1971)","journal-title":"Biometrika"},{"key":"2_CR9","unstructured":"Kingma, D.P., Ba, J.: Adam: a method for stochastic optimization. CoRR abs\/1412.6 (2014). \nhttp:\/\/arxiv.org\/abs\/1412.6980"},{"key":"2_CR10","unstructured":"Kingma, D.P., Welling, M.: Auto-encoding variational bayes. In: Proceedings 2nd International Conference on Learning Representations, ICLR 2014, December 2014. \nhttp:\/\/arxiv.org\/abs\/1312.6114"},{"key":"2_CR11","first-page":"965","volume":"14","author":"A Klami","year":"2013","unstructured":"Klami, A., Seppo, V., Kaski, S.: Bayesian canonical correlation analysis. J. Mach. Learn. Res. 14, 965\u20131003 (2013)","journal-title":"J. Mach. Learn. Res."},{"key":"2_CR12","first-page":"29","volume":"8","author":"J Liu","year":"2014","unstructured":"Liu, J., Calhoun, V.D.: A review of multivariate analyses in imaging genetics. Front. Neuroinform. 8, 29 (2014)","journal-title":"Front. Neuroinform."},{"issue":"11","key":"2_CR13","doi-asserted-by":"publisher","first-page":"3111","DOI":"10.1109\/TKDE.2015.2445757","volume":"27","author":"Y Luo","year":"2015","unstructured":"Luo, Y., Tao, D., Ramamohanarao, K., Xu, C., Wen, Y.: Tensor canonical correlation analysis for multi-view dimension reduction. IEEE Trans. Knowl. Data Eng. 27(11), 3111\u20133124 (2015)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"1","key":"2_CR14","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1006\/nimg.2001.0978","volume":"15","author":"N Tzourio-Mazoyer","year":"2002","unstructured":"Tzourio-Mazoyer, N., Landeau, B., Papathanassiou, D., Crivello, F., Etard, O., et al.: Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage 15(1), 273\u2013289 (2002)","journal-title":"Neuroimage"}],"container-title":["Lecture Notes in Computer Science","Understanding and Interpreting Machine Learning in Medical Image Computing Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-02628-8_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,10,23]],"date-time":"2018-10-23T08:31:19Z","timestamp":1540283479000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-02628-8_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030026271","9783030026288"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-02628-8_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"MLCN","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Workshop on Machine Learning in Clinical Neuroimaging","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Granada","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 September 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 September 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"mlcn2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/mlcn2018.com\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}